Scholar
Lyle Regenwetter
Google Scholar ID: MQ9nKDsAAAAJ
Ph.D. Candidate, Massachusetts Institute of Technology
Artificial Intelligence
Design
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Citations & Impact
All-time
Citations
654
H-index
8
i10-index
8
Publications
16
Co-authors
7
list available
Contact
Email
Lyleregenwetter@gmail.com
CV
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GitHub
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Publications
3 items
Optimize Any Topology: A Foundation Model for Shape- and Resolution-Free Structural Topology Optimization
2025
Cited
0
Bike-Bench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints
arXiv.org · 2025
Cited
0
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design
Comput. Aided Des. · 2023
Cited
40
Resume (English only)
Academic Achievements
- Chancellor's scholarship
- Association for Facilities Engineering Award
- Kenneth J. Trigger award
- Morningside Academy of Design Fellowship
Research Experience
- Ph.D. Candidate at MIT DeCoDE Lab
Education
- S.M. in Mechanical Engineering from MIT in 2022
- B.S. in Electrical Engineering and B.S. in Mechanical Engineering with highest honors from the University of Illinois at Urbana-Champaign in 2020
- Advisor: Professor Faez Ahmed at MIT
Background
- A proud midwesterner
- Dedicated mountain lover
- Aspiring foodie
- Interests evolved from math competitions to robotics and then to data-driven design and AI
- Currently a Ph.D. Candidate at MIT, focusing on the intersection of AI and design
Miscellany
- Proud midwesterner
- Mountain lover
- Aspiring foodie
Co-authors
7 total
Faez Ahmed
Associate Professor, MIT
Amin Heyrani Nobari
Massachusetts Institute of Technology
Dan Gutfreund
IBM Research
Akash Srivastava
IBM, MIT, Red Hat AI, IBM Research, University of Edinburgh
Giorgio Giannone
Red Hat AI, DTU, MIT
Co-author 6
Ioanna Lykourentzou
Associate Professor, Utrecht University
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